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  • python中requests库使用方法详解

    一、什么是Requests

    Requests 是⽤ython语⾔编写,基于urllib,采⽤Apache2 Licensed开源协议的 HTTP 库。它⽐ urllib 更加⽅便,
    可以节约我们⼤量的⼯作,完全满⾜HTTP测试需求。

    ⼀句话——Python实现的简单易⽤的HTTP库

    二、安装Requests库

    进入命令行win+R执行

    命令:pip install requests

    项目导入:import requests

    三、各种请求方式

    直接上代码,不明白可以查看我的urllib的基本使用方法

    1 import requests
    2 requests.post('http://httpbin.org/post')
    3 requests.put('http://httpbin.org/put')
    4 requests.delete('http://httpbin.org/delete')
    5 requests.head('http://httpbin.org/get')
    6 requests.options('http://httpbin.org/get')

    这么多请求方式,都有什么含义,所以问下度娘:


    GET: 请求指定的页面信息,并返回实体主体。
    HEAD: 只请求页面的首部。
    POST: 请求服务器接受所指定的文档作为对所标识的URI的新的从属实体。
    PUT: 从客户端向服务器传送的数据取代指定的文档的内容。
    DELETE: 请求服务器删除指定的页面。
    get 和 post比较常见 GET请求将提交的数据放置在HTTP请求协议头中
    POST提交的数据则放在实体数据中
    (1)、基本的GET请求

     1 import requests
     2 
     3 response = requests.get('http://httpbin.org/get')
     4 print(response.text)
     5 返回值:
     6 
     7 {
     8   "args": {}, 
     9   "headers": {
    10     "Accept": "*/*", 
    11     "Accept-Encoding": "gzip, deflate", 
    12     "Connection": "close", 
    13     "Host": "httpbin.org", 
    14     "User-Agent": "python-requests/2.18.4"
    15   }, 
    16   "origin": "183.64.61.29", 
    17   "url": "http://httpbin.org/get"
    18 }
    19 (2)、带参数的GET请求
    20 
    21 将name和age传进去
    22 
    23 import requests
    24 response = requests.get("http://httpbin.org/get?name=germey&age=22")
    25 print(response.text)
    26 {
    27   "args": {
    28     "age": "22", 
    29     "name": "germey"
    30   }, 
    31   "headers": {
    32     "Accept": "*/*", 
    33     "Accept-Encoding": "gzip, deflate", 
    34     "Connection": "close", 
    35     "Host": "httpbin.org", 
    36     "User-Agent": "python-requests/2.18.4"
    37   }, 
    38   "origin": "183.64.61.29", 
    39   "url": "http://httpbin.org/get?name=germey&age=22"
    40 }
    41 或者使用params的方法:
    42 
    43 import requests
    44 
    45 data = {
    46  'name': 'germey',
    47  'age': 22
    48 }
    49 response = requests.get("http://httpbin.org/get", params=data)
    50 print(response.text)
    51 返回值一样
    52 
    53 (3)、解析json
    54 
    55 将返回值已json的形式展示:
    56 
    57 import requests
    58 import json
    59 
    60 response = requests.get("http://httpbin.org/get")
    61 print(type(response.text))
    62 print(response.json())
    63 print(json.loads(response.text))
    64 print(type(response.json()))
    65 返回值:
    66 
    67 <class 'str'>
    68 {'args': {}, 'headers': {'Accept': '*/*', 'Accept-Encoding': 'gzip, deflate', 'Connection': 'close', 'Host': 'httpbin.org', 'User-Agent': 'python-requests/2.18.4'}, 'origin': '183.64.61.29', 'url': 'http://httpbin.org/get'}
    69 {'args': {}, 'headers': {'Accept': '*/*', 'Accept-Encoding': 'gzip, deflate', 'Connection': 'close', 'Host': 'httpbin.org', 'User-Agent': 'python-requests/2.18.4'}, 'origin': '183.64.61.29', 'url': 'http://httpbin.org/get'}
    70 <class 'dict'>
    71 (4)、获取二进制数据
    72 
    73 记住返回值.content就ok了
    74 
    75 import requests
    76 
    77 response = requests.get("https://github.com/favicon.ico")
    78 print(type(response.text), type(response.content))
    79 print(response.text)
    80 print(response.content)

    返回值为二进制不必再进行展示,

    (5)、添加headers

    有些网站访问时必须带有浏览器等信息,如果不传入headers就会报错,如下

     1 import requests
     2 
     3 response = requests.get("https://www.zhihu.com/explore")
     4 print(response.text)
     5 返回值:
     6 
     7 <html><body><h1>500 Server Error</h1>
     8 An internal server error occured.
     9 </body></html>
    10 当传入headers时:
    11 
    12 import requests
    13 
    14 headers = {
    15  'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_11_4) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/52.0.2743.116 Safari/537.36'
    16 }
    17 response = requests.get("https://www.zhihu.com/explore", headers=headers)
    18 print(response.text)


    成功返回网页源代码不做展示

    (6)、基本POST请求

    不明白见我博文urllib的使用方法

     1 import requests
     2 
     3 data = {'name': 'germey', 'age': '22'}
     4 response = requests.post("http://httpbin.org/post", data=data)
     5 print(response.text)
     6 返回:
     7 
     8 {
     9   "args": {}, 
    10   "data": "", 
    11   "files": {}, 
    12   "form": {
    13     "age": "22", 
    14     "name": "germey"
    15   }, 
    16   "headers": {
    17     "Accept": "*/*", 
    18     "Accept-Encoding": "gzip, deflate", 
    19     "Connection": "close", 
    20     "Content-Length": "18", 
    21     "Content-Type": "application/x-www-form-urlencoded", 
    22     "Host": "httpbin.org", 
    23     "User-Agent": "python-requests/2.18.4"
    24   }, 
    25   "json": null, 
    26   "origin": "183.64.61.29", 
    27   "url": "http://httpbin.org/post"
    28 }

    三、响应

    response属性

     1 import requests
     2 
     3 response = requests.get('http://www.jianshu.com')
     4 print(type(response.status_code), response.status_code)
     5 print(type(response.headers), response.headers)
     6 print(type(response.cookies), response.cookies)
     7 print(type(response.url), response.url)
     8 print(type(response.history), response.history)
     9 return10 
    11 <class 'int'> 200
    12 <class 'requests.structures.CaseInsensitiveDict'> {'Date': 'Thu, 01 Feb 2018 20:47:08 GMT', 'Server': 'Tengine', 'Content-Type': 'text/html; charset=utf-8', 'Transfer-Encoding': 'chunked', 'X-Frame-Options': 'DENY', 'X-XSS-Protection': '1; mode=block', 'X-Content-Type-Options': 'nosniff', 'ETag': 'W/"9f70e869e7cce214b6e9d90f4ceaa53d"', 'Cache-Control': 'max-age=0, private, must-revalidate', 'Set-Cookie': 'locale=zh-CN; path=/', 'X-Request-Id': '366f4cba-8414-4841-bfe2-792aeb8cf302', 'X-Runtime': '0.008350', 'Content-Encoding': 'gzip', 'X-Via': '1.1 gjf22:8 (Cdn Cache Server V2.0), 1.1 PSzqstdx2ps251:10 (Cdn Cache Server V2.0)', 'Connection': 'keep-alive'}
    13 <class 'requests.cookies.RequestsCookieJar'> <RequestsCookieJar[<Cookie locale=zh-CN for www.jianshu.com/>]>
    14 <class 'str'> https://www.jianshu.com/
    15 <class 'list'> [<Response [301]>]
    16 状态码判断:常见的网页状态码:
    17 
    18 100: ('continue',),
    19 101: ('switching_protocols',),
    20 102: ('processing',),
    21 103: ('checkpoint',),
    22 122: ('uri_too_long', 'request_uri_too_long'),
    23 200: ('ok', 'okay', 'all_ok', 'all_okay', 'all_good', '\o/', ''),
    24 201: ('created',),
    25 202: ('accepted',),
    26 203: ('non_authoritative_info', 'non_authoritative_information'),
    27 204: ('no_content',),
    28 205: ('reset_content', 'reset'),
    29 206: ('partial_content', 'partial'),
    30 207: ('multi_status', 'multiple_status', 'multi_stati', 'multiple_stati'),
    31 208: ('already_reported',),
    32 226: ('im_used',),
    33 
    34 # Redirection.
    35 300: ('multiple_choices',),
    36 301: ('moved_permanently', 'moved', '\o-'),
    37 302: ('found',),
    38 303: ('see_other', 'other'),
    39 304: ('not_modified',),
    40 305: ('use_proxy',),
    41 306: ('switch_proxy',),
    42 307: ('temporary_redirect', 'temporary_moved', 'temporary'),
    43 308: ('permanent_redirect',
    44  'resume_incomplete', 'resume',), # These 2 to be removed in 3.0
    45 
    46 # Client Error.
    47 400: ('bad_request', 'bad'),
    48 401: ('unauthorized',),
    49 402: ('payment_required', 'payment'),
    50 403: ('forbidden',),
    51 404: ('not_found', '-o-'),
    52 405: ('method_not_allowed', 'not_allowed'),
    53 406: ('not_acceptable',),
    54 407: ('proxy_authentication_required', 'proxy_auth', 'proxy_authentication'),
    55 408: ('request_timeout', 'timeout'),
    56 409: ('conflict',),
    57 410: ('gone',),
    58 411: ('length_required',),
    59 412: ('precondition_failed', 'precondition'),
    60 413: ('request_entity_too_large',),
    61 414: ('request_uri_too_large',),
    62 415: ('unsupported_media_type', 'unsupported_media', 'media_type'),
    63 416: ('requested_range_not_satisfiable', 'requested_range', 'range_not_satisfiable'),
    64 417: ('expectation_failed',),
    65 418: ('im_a_teapot', 'teapot', 'i_am_a_teapot'),
    66 421: ('misdirected_request',),
    67 422: ('unprocessable_entity', 'unprocessable'),
    68 423: ('locked',),
    69 424: ('failed_dependency', 'dependency'),
    70 425: ('unordered_collection', 'unordered'),
    71 426: ('upgrade_required', 'upgrade'),
    72 428: ('precondition_required', 'precondition'),
    73 429: ('too_many_requests', 'too_many'),
    74 431: ('header_fields_too_large', 'fields_too_large'),
    75 444: ('no_response', 'none'),
    76 449: ('retry_with', 'retry'),
    77 450: ('blocked_by_windows_parental_controls', 'parental_controls'),
    78 451: ('unavailable_for_legal_reasons', 'legal_reasons'),
    79 499: ('client_closed_request',),
    80 
    81 # Server Error.
    82 500: ('internal_server_error', 'server_error', '/o\', ''),
    83 501: ('not_implemented',),
    84 502: ('bad_gateway',),
    85 503: ('service_unavailable', 'unavailable'),
    86 504: ('gateway_timeout',),
    87 505: ('http_version_not_supported', 'http_version'),
    88 506: ('variant_also_negotiates',),
    89 507: ('insufficient_storage',),
    90 509: ('bandwidth_limit_exceeded', 'bandwidth'),
    91 510: ('not_extended',),
    92 511: ('network_authentication_required', 'network_auth', 'network_authentication'),
    四、高级操作

    (1)、文件上传

    使用 Requests 模块,上传文件也是如此简单的,文件的类型会自动进行处理:

    实例:

    import requests

    files = {'file': open('cookie.txt', 'rb')}
    response = requests.post("http://httpbin.org/post", files=files)
    print(response.text)
    这是通过测试网站做的一个测试,返回值如下:

    {
    "args": {}, 
    "data": "", 
    "files": {
    "file": "#LWP-Cookies-2.0 Set-Cookie3: BAIDUID="D2B4E137DE67E271D87F03A8A15DC459:FG=1"; path="/"; domain=".baidu.com"; path_spec; domain_dot; expires="2086-02-13 11:15:12Z"; version=0 Set-Cookie3: BIDUPSID=D2B4E137DE67E271D87F03A8A15DC459; path="/"; domain=".baidu.com"; path_spec; domain_dot; expires="2086-02-13 11:15:12Z"; version=0 Set-Cookie3: H_PS_PSSID=25641_1465_21087_17001_22159; path="/"; domain=".baidu.com"; path_spec; domain_dot; discard; version=0 Set-Cookie3: PSTM=1516953672; path="/"; domain=".baidu.com"; path_spec; domain_dot; expires="2086-02-13 11:15:12Z"; version=0 Set-Cookie3: BDSVRTM=0; path="/"; domain="www.baidu.com"; path_spec; discard; version=0 Set-Cookie3: BD_HOME=0; path="/"; domain="www.baidu.com"; path_spec; discard; version=0 "
    }, 
    "form": {}, 
    "headers": {
    "Accept": "*/*", 
    "Accept-Encoding": "gzip, deflate", 
    "Connection": "close", 
    "Content-Length": "909", 
    "Content-Type": "multipart/form-data; boundary=84835f570cfa44da8f4a062b097cad49", 
    "Host": "httpbin.org", 
    "User-Agent": "python-requests/2.18.4"
    }, 
    "json": null, 
    "origin": "183.64.61.29", 
    "url": "http://httpbin.org/post"
    }

    (2)、获取cookie

    当需要cookie时,直接调用response.cookieresponse为请求后的返回值)

    import requests

    response = requests.get("https://www.baidu.com")
    print(response.cookies)
    for key, value in response.cookies.items():
    print(key + '=' + value)

    输出结果:

    <RequestsCookieJar[<Cookie BDORZ=27315 for .baidu.com/>]>
    BDORZ=27315
    (3)、会话维持、模拟登陆

    如果某个响应中包含一些Cookie,你可以快速访问它们:

    import requests

    r = requests.get('http://www.google.com.hk/')
    print(r.cookies['NID'])
    print(tuple(r.cookies))

    要想发送你的cookies到服务器,可以使用 cookies 参数:

    import requests

    url = 'http://httpbin.org/cookies'
    cookies = {'testCookies_1': 'Hello_Python3', 'testCookies_2': 'Hello_Requests'}
    # 在Cookie Version 0中规定空格、方括号、圆括号、等于号、逗号、双引号、斜杠、问号、@,冒号,分号等
    特殊符号都不能作为Cookie的内容。
    r = requests.get(url, cookies=cookies)
    print(r.json())
    (4)、证书验证

    因为12306有一个错误证书,我们那它的网站做测试会出现下面的情况,证书不是官方证书,浏览器会识别出
    一个错误

    import requests

    response = requests.get('https://www.12306.cn')
    print(response.status_code)
    返回值:





    怎么正常进入这样的网站了,代码如下:

    import requests
    from requests.packages import urllib3
    urllib3.disable_warnings()
    response = requests.get('https://www.12306.cn', verify=False)
    print(response.status_code)
    将verify设置位False即可,返回的状态码为200


    urllib3.disable_warnings()这条命令主要用于消除警告信息

    (5)、代理设置

    在进行爬虫爬取时,有时候爬虫会被服务器给屏蔽掉,这时采用的方法主要有降低访问时间,通过代理ip访问,
    如下:

    import requests

    proxies = {
    "http": "http://127.0.0.1:9743",
    "https": "https://127.0.0.1:9743",
    }


    response = requests.get("https://www.taobao.com", proxies=proxies)
    print(response.status_code)
    ip可以从网上抓取,或者某宝购买

    如果代理需要设置账户名和密码,只需要将字典更改为如下:
    proxies = {
    "http":"http://user:password@127.0.0.1:9999"
    }
    如果你的代理是通过sokces这种方式则需要pip install "requests[socks]"
    proxies= {
    "http":"socks5://127.0.0.1:9999",
    "https":"sockes5://127.0.0.1:8888"
    }

    (6)、超时设置

    访问有些网站时可能会超时,这时设置好timeout就可以解决这个问题

    import requests
    from requests.exceptions import ReadTimeout
    try:
    response = requests.get("http://httpbin.org/get", timeout = 0.5)
    print(response.status_code)
    except ReadTimeout:
    print('Timeout')

    正常访问,状态吗返回200

    (7)、认证设置

    如果碰到需要认证的网站可以通过requests.auth模块实现

    import requests

    from requests.auth import HTTPBasicAuth

    response = requests.get("http://120.27.34.24:9001/",auth=HTTPBasicAuth("user","123"))
    print(response.status_code)
    当然这里还有一种方式

    import requests

    response = requests.get("http://120.27.34.24:9001/",auth=("user","123"))
    print(response.status_code)
    (8)、异常处理

    遇到网络问题(如:DNS查询失败、拒绝连接等)时,Requests会抛出一个ConnectionError 异常。

    遇到罕见的无效HTTP响应时,Requests则会抛出一个 HTTPError 异常。

    若请求超时,则抛出一个 Timeout 异常。

    若请求超过了设定的最大重定向次数,则会抛出一个 TooManyRedirects 异常。

    所有Requests显式抛出的异常都继承自 requests.exceptions.RequestException 。
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  • 原文地址:https://www.cnblogs.com/peter200-OK/p/9065120.html
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